cityscapes

There are 1 repository under cityscapes topic.

HRNet / HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
segmentation semantic-segmentation cityscapes pascal-context lip high-resolution high-resolution-net hrnets transformer segmentation-transformer
Language:Python 3064
NVlabs / SegFormer
Official PyTorch implementation of SegFormer
semantic-segmentation transformer ade20k cityscapes
Language:Python 2283
VainF / DeepLabV3Plus-Pytorch
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
cityscapes deeplabv3 deeplabv3plus pascal-voc pytorch segmentation
Language:Python 1748
CoinCheung / BiSeNet
Add bisenetv2. My implementation of BiSeNet
bisenet cityscapes pytorch cocostuff tensorrt ncnn openvino triton-inference-server ade20k
Language:Python 1370
SHI-Labs / OneFormer
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation
Language:Jupyter Notebook 1349
xiaoyufenfei / Efficient-Segmentation-Networks
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)
camvid cityscapes computer-vision driving-scene-understanding efficient-segmentation-networks image-segmentation lightweight-semantic-segmentation neural-networks pytorch real-time-semantic-segmentation scene-understanding segmentation semantic-segmentation semantic-segmentation-models
Language:Python 869
voldemortX / pytorch-auto-drive
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
fcn semantic-segmentation tensorboard apex deeplab pytorch cityscapes pascal-voc erfnet lane-detection tusimple culane gtav scnn resa lstr tensorrt onnx mobilenet
Language:Python 798
sithu31296 / semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
semantic-segmentation pytorch transformer vision-transformer cityscapes ade20k camvid coco-stuff pascal-context deep-learning dataset
Language:Python 768
linksense / LightNet
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
semantic-segmentation mobilenet-v2 deeplabv3plus wide-residual-networks pytorch cityscapes mapillary-vistas-dataset shufflenet inplace-activated-batchnorm mobilenet light-weight-net deeplabv3 mobilenetv2plus rfmobilenetv2plus semantic-context-loss scse-aspp light-weight-networks mobilenetv2 segmentation
Language:Python 715
LikeLy-Journey / SegmenTron
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
deeplab-v3-plus deeplabv3plus xception fast-scnn pytorch ccnet hrnet cityscapes coco eval mobilenet pointrend
Language:Python 689
tfzhou / ContrastiveSeg
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
semantic-segmentation contrastive-learning pixel-contrast hard-example-mining cityscapes pascal-context
Language:Python 632
manydepth
nianticlabs / manydepth
[CVPR 2021] Self-supervised depth estimation from short sequences
kitti cityscapes depths monodepth depth-estimation pytorch cvpr2021 cvpr self-supervised-learning self-supervised cost-volumes estimating-depths
Language:Python 599
TuSimple / TuSimple-DUC
Understanding Convolution for Semantic Segmentation
semantic-segmentation deep-neural-networks mxnet cityscapes convolution deep-learning python
Language:Python 599
panoptic-deeplab
bowenc0221 / panoptic-deeplab
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
bottom-up cityscapes cvpr2020 deeplab detectron2 instance-segmentation panoptic-segmentation pytorch semantic-segmentation sementation
Language:Python 584
VITA-Group / FasterSeg
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
pytorch neural-architecture-search semantic-segmentation latency tensorrt cityscapes
Language:Python 524
wutianyiRosun / Segmentation.X
Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation
cityscapes camvid pascal-voc2012 pascal-context sem-seg ins-seg pan-seg vid-seg
Language:Python 475
NVlabs / FAN
Official PyTorch implementation of Fully Attentional Networks
backbone deep-learning image-classification object-detection vision-transformers visual-recognition semantic-segmentation corruption imagenet out-of-distribution pre-train cityscapes coco information-bottleneck self-attention visual-grouping
Language:Python 461
Eromera / erfnet_pytorch
Pytorch code for semantic segmentation using ERFNet
semantic segmentation semantic-segmentation erfnet pytorch cityscapes
Language:Python 424
Haochen-Wang409 / U2PL
[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
mechine-learning computer-vision semantic-segmentation semi-supervised-learning contrastive-learning cvpr2022 pytorch cityscapes pascal-voc deep-learning
Language:Python 413
sacmehta / EdgeNets
This repository contains the source code of our work on designing efficient CNNs for computer vision
cityscapes cnn cnn-classification dicenet espnetv2 imagenet-classifier imagenet-dataset mscoco object-detection pascal-voc pytorch semantic-segmentation shufflenetv2
Language:Python 409
hellochick / ICNet-tensorflow
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
ade20k cityscapes icnet real-time semantic-segmentation tensorflow
Language:Jupyter Notebook 405
Seg-Uncertainty
layumi / Seg-Uncertainty
IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
cityscapes domain-adaptation domainadaptation gta5 ijcai ijcai2020 ijcv mrnet pytorch pytorch-implementation robotcar self-driving-car semantic-segmentation synthia transfer-learning
Language:Python 381
lxtGH / DecoupleSegNets
[ECCV-2020]: Improving Semantic Segmentation via Decoupled Body and Edge Supervision
bdd camvid cityscapes semantic-segmentation
Language:Python 367
itijyou / ademxapp
Code for https://arxiv.org/abs/1611.10080
resnet-38 semantic-segmentation cityscapes
Language:Python 337
SamsungLabs / adaptis
[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829
instance-segmentation panoptic-segmentation adaptis mxnet cityscapes ms-coco mapillary-vistas-dataset pytorch
Language:Jupyter Notebook 335
fastseg
ekzhang / fastseg
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
computer-vision semantic-segmentation mobilenetv3 efficientnet deep-learning cityscapes kitti-dataset mapillary-vistas-dataset edge-computing pytorch aspp deeplabv3
Language:Python 327
hellochick / PSPNet-tensorflow
TensorFlow-based implementation of "Pyramid Scene Parsing Network".
pspnet semantic-segmentation cityscapes ade20k pspnet-tensorflow
Language:Python 327
prismformore / Multi-Task-Transformer
Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"
cityscapes cityscapes-3d computer-vision deep-learning depth-estimation eccv2022 human-parsing multi-task-learning nyudv2 pascal scene-understanding segmentation
Language:Python 276
wutianyiRosun / CGNet
CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]
camvid cityscapes pytorch semantic-segmentation
Language:Python 249
Picsart-AI-Research / SeMask-Segmentation
[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation
pytorch semantic-segmentation ade20k cityscapes coco-stuff-10k semask vision-transformers
Language:Python 245
linksense / LightNetPlusPlus
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
mobilenetv2 mobilenetv2plus shufflenetv2 shufflenetv2plus aspp deeplab-v3-plus unsharp-masking inplaceabn deepdrive cityscapes pytorch apex semantic-segmentation attention-mechanism dense-aspp lightnet light-weighted-network mixnet bifpn efficientnet
Language:Python 238
MaybeShewill-CV / bisenetv2-tensorflow
Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"
bisenet bisenetv2 camvid cityscapes deep-learning real-time-semantic-segmentation semantic-segmentation tensorflow-segmentation
Language:Python 222
PingoLH / FCHarDNet
Fully Convolutional HarDNet for Segmentation in Pytorch
iccv2019 semantic-segmentation cityscapes
Language:Python 196
cemsaz / city-scapes-script
Download City Scapes Dataset using this script
dataset cityscapes
Language:Shell 187
Serge-weihao / CCNet-Pure-Pytorch
Criss-Cross Attention (2d&3d) for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
ccnet non-local attention pytorch criss-cross-attention cityscapes 3d-ccnet tensorflow
Language:Python 181
bethgelab / robust-detection-benchmark
Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
object-detection robustness autonomous-driving cityscapes pascal-voc ms-coco distortions corruptions game-of-thrones
Language:Jupyter Notebook 180

cityscapes

HRNet / HRNet-Semantic-Segmentation

NVlabs / SegFormer

VainF / DeepLabV3Plus-Pytorch

CoinCheung / BiSeNet

SHI-Labs / OneFormer

xiaoyufenfei / Efficient-Segmentation-Networks

voldemortX / pytorch-auto-drive

sithu31296 / semantic-segmentation

linksense / LightNet

LikeLy-Journey / SegmenTron

tfzhou / ContrastiveSeg

nianticlabs / manydepth

TuSimple / TuSimple-DUC

bowenc0221 / panoptic-deeplab

VITA-Group / FasterSeg

wutianyiRosun / Segmentation.X

NVlabs / FAN

Eromera / erfnet_pytorch

Haochen-Wang409 / U2PL

sacmehta / EdgeNets

hellochick / ICNet-tensorflow

layumi / Seg-Uncertainty

lxtGH / DecoupleSegNets

itijyou / ademxapp

SamsungLabs / adaptis

ekzhang / fastseg

hellochick / PSPNet-tensorflow

prismformore / Multi-Task-Transformer

wutianyiRosun / CGNet

Picsart-AI-Research / SeMask-Segmentation

linksense / LightNetPlusPlus

MaybeShewill-CV / bisenetv2-tensorflow

PingoLH / FCHarDNet

cemsaz / city-scapes-script

Serge-weihao / CCNet-Pure-Pytorch

bethgelab / robust-detection-benchmark